2025
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Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era.
Dan Oneata, Desmond Elliott, and Stella Frank.
Findings of ACL.
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2024
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FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture.
Wenyan Li, Crystina Zhang, Jiaang Li, Qiwei Peng, Raphael Tang, Li Zhou, Weijia Zhang, Guimin Hu, Yifei Yuan, Anders Søgaard, Daniel Hershcovich, and Desmond Elliott.
Proceedings of EMNLP.
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2024
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Understanding Retrieval Robustness for Retrieval-augmented Image Captioning.
Wenyan Li, Jiaang Li, Rita Ramos, Raphael Tang, and Desmond Elliott.
Proceedings of ACL.
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2024
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PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model.
Rita Ramos, Emanuele Bugliarello, Bruno Martins, and Desmond Elliott.
Findings of NAACL.
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2024
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Compositional Generalization in Multimodal Models.
Semih Yagcioglu, Osman Batur Ince, Aykut Erdem, Erkut Erdem, Desmond Elliott, and Deniz Yuret.
Proceedings of NAACL.
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2024
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The Role of Data Curation in Image Captioning.
Wenyan Li, Jonas Lotz, Chen Qiu, and Desmond Elliott.
Proceedings of EACL.
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2023
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Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation.
Tosho Hirasawa, Emanuele Bugliarello, Desmond Elliott, and Mamoru Komachi.
Proceedings of WMT.
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2023
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Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models.
Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, and Desmond Elliott.
Proceedings of EMNLP.
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2023
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LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting.
Rita Ramos, Bruno Martins, and Desmond Elliott.
Findings of ACL.
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2023
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SmallCap: Lightweight Image Captioning Prompted With Retrieval Augmentation.
Rita Ramos, Bruno Martins, Desmond Elliott, and Yova Kementchedjhieva.
Proceedings of CVPR.
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2023
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Cleaner Categories Improve Object Detection and Visual-Textual Grounding.
Davide Rigoni, Desmond Elliott, and Stella Frank.
Image Analysis.
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2023
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Retrieval-augmented Image Captioning.
Rita Ramos, Desmond Elliott, and Bruno Martins.
Proceedings of EACL.
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2022
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Multilingual Multimodal Learning with Machine Translated Text.
Chen Qiu, Dan Oneață, Emanuele Bugliarello, Stella Frank, and Desmond Elliott.
Findings of EMNLP.
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2022
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IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages.
Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, and Ivan Vulić.
Proceedings of ICML.
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2021
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Visually Grounded Reasoning across Languages and Cultures.
Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, and Desmond Elliott.
Proceedings of EMNLP.
Best Paper Award.
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2020
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Textual Supervision for Visually Grounded Spoken Language Understanding.
Bertrand Higy, Desmond Elliott, and Grzegorz Chrupała.
Findings of EMNLP.
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2020
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Multimodal Machine Translation through Visuals and Speech.
Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, and Jörg Tiedemann.
Machine Translation 34(2-3).
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2020
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Grounded Sequence to Sequence Transduction.
Lucia Specia, Loic Barrault, Ozan Caglayan, Amanda Duarte, Desmond Elliott, Spandana Gella, Nils Holzenberger, Chiraag Lala, Sun Jae Lee, Jindrich Libovicky, Pranava Madhyastha, Florian Metze, Karl Mulligan, Alissa Ostapenko, Shruti Palaskar, Ramon Sanabria, Josiah Wang, and Raman Arora.
IEEE Journal of Selected Topics in Signal Processing 14(3).
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2019
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Cross-lingual Visual Verb Sense Disambiguation.
Spandana Gella, Desmond Elliott, and Frank Keller.
Proceedings of NAACL.
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2018
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How2: A Large-scale Dataset for Multimodal Language Understanding.
Ramon Sanabria, Ozan Caglayan, Shruti Palaskar, Desmond Elliott, Loïc Barrault, Lucia Specia, and Florian Metze.
NeurIPS Workshop on Visually Grounded Interaction and Language.
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2018
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Adversarial Evaluation of Multimodal Machine Translation.
Desmond Elliott.
Proceedings of EMNLP.
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2018
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Lessons Learned in Multilingual Grounded Language Learning.
Ákos Kádár, Desmond Elliott, Marc-Alexandre Côté, Grzegorz Chrupała, and Afra Alishahi.
Proceedings of CoNLL.
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2018
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Findings of the Third Shared Task on Multimodal Machine Translation.
Loïc Barrault, Fethi Bougares, Lucia Specia, Chiraag Lala, Desmond Elliott, and Stella Frank.
Proceedings of WMT.
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2018
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Assessing multilingual multimodal image description: Studies of native speaker preferences and translator choices.
Stella Frank, Desmond Elliott, and Lucia Specia.
Natural Language Engineering 24(3).
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